Smoke testing for machine learning: simple tests to discover severe bugs.
Steffen HerboldTobias HaarPublished in: Software Engineering (2023)
Keyphrases
- machine learning
- test cases
- machine learning methods
- case study
- test data
- software systems
- knowledge acquisition
- test set
- test suite
- statistical tests
- learning systems
- real world
- object oriented
- computer vision
- machine learning algorithms
- source code
- text mining
- knowledge discovery
- active learning
- reinforcement learning
- learning tasks
- inductive learning
- machine learning approaches
- learning algorithm
- software testing
- test generation
- smoke detection